Evidence mapPaperPMID 37559158Full record

ArticleTrials2023

A community-based intervention to improve screening, referral and follow-up of non-communicable diseases and anaemia amongst pregnant and postpartum women in rural India: study protocol for a cluster randomised trial.

Jane Elizabeth Hirst, Nicole Votruba, Laurent Billot, Varun Arora, Eldho Rajan, Sudhir Raj Thout, David Peiris, Anushka Patel, Robyn Norton, Edward Mullins and 4 more

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in Trials, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05752955 (A Cluster-randomised Trial of a Complex Intervention to Reduce Anaemia and Cardiometabolic Risk During Pregnancy and in the First Year Following Birth in Women Living in Rural India), which is not on this map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT05752955 nacompletednot on this map

A Cluster-randomised Trial of a Complex Intervention to Reduce Anaemia and Cardiometabolic Risk During Pregnancy and in the First Year Following Birth in Women Living in Rural India (SMART Health Pregnancy 2)

TypeinterventionalSponsorThe George InstituteRan2022 to 2025Enrolled3,446ConditionsAnemia of Pregnancy, Gestational Diabetes, Gestational Hypertension, Pre-EclampsiaArmsSMARThealth Pregnancy
3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. The FemTech revolution: Unlocking the potential of new technology for optimizing pregnancy outcomes in low- and middle-income countries and remote areas.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  2. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Jane Elizabeth HirstNuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, UK. jane.hirst@wrh.ox.ac.uk.ORCID http://orcid.org/0000-0002-0176-2651
Nicole VotrubaNuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, UK.
Laurent BillotThe George Institute for Global Health, University of New South Wales, Kensington, Australia.
Varun AroraPGIMS Rohtak, Haryana, India.
Eldho RajanThe George Institute for Global Health, New Delhi, India.
Sudhir Raj ThoutThe George Institute for Global Health, New Delhi, India.
David PeirisThe George Institute for Global Health, Newtown, Australia.
Anushka PatelThe George Institute for Global Health, University of New South Wales, Kensington, Australia.
Robyn NortonThe George Institute for Global Health, Imperial College London, London, UK.
Edward MullinsThe George Institute for Global Health, Imperial College London, London, UK.
Ankita SharmaNuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, UK.
Stephen KennedyNuffield Department of Women's & Reproductive Health, University of Oxford, Oxford, UK.
Vivekanand JhaThe George Institute for Global Health, New Delhi, India.
Devarsetty PraveenThe George Institute for Global Health, New Delhi, India.

Funding

Medical Research Council MR/T040750/1
6 · The paper itself

Abstract

backgroundMedical complications during pregnancy, including anaemia, gestational diabetes mellitus and hypertensive disorders of pregnancy place women are at higher risk of long-term complications. Scalable and low-cost strategies to integrate non-communicable disease screening into pregnancy care are needed. We aim to determine the effectiveness and implementation components of a community-based, digitally enabled approach, "SMARThealth Pregnancy," to improve health during pregnancy and the first year after birth.

methodsA pragmatic, parallel-group, cluster randomised, type 2 hybrid effectiveness-implementation trial of a community-based, complex intervention in rural India to decrease anaemia (primary outcome, defined as haemoglobin < 12g/dL) and increase testing for haemoglobin, glucose and blood pressure (secondary outcomes) in the first year after birth. Primary Health Centres (PHCs) are the unit of randomisation. PHCs are eligible with (1) > 1 medical officer and > 2 community health workers; and (2) capability to administer intravenous iron sucrose. Thirty PHCs in Telangana and Haryana will be randomised 1:1 using a matched-pair design accounting for cluster size and distance from the regional centre. The intervention comprises (i) an education programme for community health workers and PHC doctors; (ii) the SMARThealth Pregnancy app for health workers to support community-based screening, referral and follow-up of high-risk cases; (iii) a dashboard for PHC doctors to monitor high-risk women in the community; (iv) supply chain monitoring for consumables and medications and (v) stakeholder engagement to co-develop implementation and sustainability pathways. The comparator is usual care with additional health worker education. Secondary outcomes include implementation outcomes assessed by the RE-AIM framework (reach, effectiveness, adoption, implementation, maintenance), clinical endpoints (anaemia, diabetes, hypertension), clinical service delivery indicators (quality of care score), mental health and lactation practice (PHQ9, GAD7, EuroQoL-5D, WHO IYCF questionnaire). DISCUSSION: Engaging women with screening after a high-risk pregnancy is a challenge and has been highlighted as a missed opportunity for the prevention of non-communicable diseases. The SMARThealth Pregnancy trial is powered for the primary outcome and will address gaps in the evidence around how pregnancy can be used as an opportunity to improve women's lifelong health. If successful, this approach could improve the health of women living in resource-limited settings around the world.

trial registrationClinicalTrials.gov NCT05752955. Date of registration 3 March 2023.

Indexed as

AnemiaDiabetes, GestationalHypertensionNoncommunicable DiseasesFemaleFollow-Up StudiesHumansIndiaPostpartum PeriodPragmatic Clinical Trials as TopicPregnancyRandomized Controlled Trials as TopicReferral and ConsultationAnaemiaClinical decision supportCommunity health workersComplex interventionGestational diabetesHybrid type-2 implementationMaternal healthmHealthNon-communicable diseasesPreeclampsiaRural India

Identifiers

PMID37559158
PMCPMC10410790

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.